Publications

11 Apr 2023
Research & Ideas

Is Amazon a Retailer, a Tech Firm, or a Media Company? How AI Can Help Investors Decide

estate company—they have a lot of buildings,” says MarcAntonio Awada, head of research and data science at the Digital, Data, and Design Institute at Harvard (D^3). For an investor looking for an edge, the distinction could be critical.... View Details

Keywords: by Danielle Kost; Consumer Products; Real Estate; Financial Services; Retail

05 Jul 2006
Working Paper Summaries

A Survey-Based Procedure for Measuring Uncertainty or Heterogeneous Preferences in Markets

Keywords: by Pai-Ling Yin; Technology; Web Services

February 2000 (Revised August 2000)
Case

Microsoft Latin America

By: Robert S. Kaplan, Alberto Ballve and Antonio Davila

Mauricio Santillan, regional vice president for the Latin American division of Microsoft, has introduced a new performance measurement system to help his country managers formulate and control strategy. Microsoft Latin America's priorities are rolling out of an... View Details

Keywords: Balanced Scorecard; Applications and Software; Emerging Markets; Crime and Corruption; Motivation and Incentives; Management Skills; Global Strategy; Strategy; Information Technology Industry; Latin America

09 Dec 2019
Research & Ideas

Identify Great Customers from Their First Purchase

customers, and with richer data, companies could learn even more. For example, companies that use cookies to collect browsing data could incorporate the type of device and search engine a person used to shop online, or the number of... View Details

Keywords: by Kristen Senz; Retail; Service

Research Summary

Entry deterrence via strategic litigation

This paper analyzes the use of litigation by incumbents to deter entry by new firms. Specifically, I look at a context where incumbent firms own patents that confer a limited monopoly period in the market. In the US pharmaceutical industry, regulation provides for... View Details

February 2017 (Revised November 2021)
Case

Digitalization at Siemens

By: David J. Collis and Tonia Junker

The case discusses the digitalization strategy of Siemens AG, a German-based company operating in manufacturing and electronics. The increasing impact of digital technologies on all of its business units had prompted CEO Joe Kaeser and his team to put digitalization at... View Details

Keywords: Company Management; Digital Technologies; Corporate Strategy; Competition; Information Technology; Information Infrastructure; Manufacturing Industry; Electronics Industry

April 1980 (Revised December 1991)
Case

Hampton Machine Tool Co.

A bank lending officer must decide whether to extend and increase a loan to a small machine tool company. Case provides sufficient data for preparation of cash budgets and pro forma financial statements in order to analyze the lending officer's problem. Other issues... View Details

Keywords: Machinery and Machining; Financing and Loans; Financial Statements; Manufacturing Industry

01 Oct 2021
Research & Ideas

Dying to Lead: How Reaching the Top Can Kill You Sooner

demands. "What we’re beginning to understand is that life at the top isn’t that easy." The historical study by Harvard Business School Professor Tom Nicholas, who tracked the status and mortality rates of more than 1,000 managers and other employees at View Details

Keywords: by Jay Fitzgerald

2019
Article

History, Micro Data, and Endogenous Growth

By: Ufuk Akcigit and Tom Nicholas

The study of economic growth is concerned with long-run changes, and therefore, historical data should be especially influential in informing the development of new theories. In this review, we draw on the recent literature to highlight areas in which study of history... View Details

Keywords: Economic Development; Growth; Innovation; Economic Growth; History; Analytics and Data Science; Innovation and Invention

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December 2022
Article

The Rise of People Analytics and the Future of Organizational Research

By: Jeff Polzer

Organizations are transforming as they adopt new technologies and use new sources of data, changing the experiences of employees and pushing organizational researchers to respond. As employees perform their daily activities, they generate vast digital data. These data,... View Details

Keywords: Organizational Change and Adaptation; Analytics and Data Science; Technology Adoption; Employees

17 Aug 2016
Working Paper Summaries

The Empirical Economics of Online Attention

Keywords: by Andre Boik, Shane Greenstein, and Jeffrey Prince; Media & Broadcasting

Article

Robust and Stable Black Box Explanations

By: Himabindu Lakkaraju, Nino Arsov and Osbert Bastani

As machine learning black boxes are increasingly being deployed in real-world applications, there has been a growing interest in developing post hoc explanations that summarize the behaviors of these black boxes. However, existing algorithms for generating such... View Details

Keywords: Machine Learning; Black Box Models; Framework

Article

Counterfactual Explanations Can Be Manipulated

By: Dylan Slack, Sophie Hilgard, Himabindu Lakkaraju and Sameer Singh

Counterfactual explanations are useful for both generating recourse and auditing fairness between groups. We seek to understand whether adversaries can manipulate counterfactual explanations in an algorithmic recourse setting: if counterfactual explanations indicate... View Details

Keywords: Machine Learning Models; Counterfactual Explanations

28 Jan 2020
Book

Advanced Leadership Requires More Than Outside-The-Box Thinking

essential skill to master for creating an edge in the innovation economy is the ability to tell stories, to motivate others to join you on an unknown journey. What are the key ideas behind learning to be a storyteller? Kanter: Effective leaders are storytellers. While... View Details

Keywords: by Sean Silverthorne

2024
Working Paper

Does the Case for Private Equity Still Hold?

By: Nori Gerardo Lietz and Philipp Chvanov

Private Equity (“PE”) received a 10-fold increase in capital flows since the Great Financial Crisis (“GFC”) Investors sought higher nominal returns relative to those they could obtain in the public capital markets. This paper questions the fundamental assumptions... View Details

Keywords: Private Equity; Investment Return; Investment Portfolio; Financial Markets

SSRN

Research Summary

Managing Customer Information

By: Frances X. Frei

After a service offering is implemented, firms routinely collect significant amounts of data, including customer, employee, and firm financial data. However, service firms are not nearly as effective as they could be in taking advantage of these data. This research... View Details

September 2022
Article

Trends in Remote Patient Monitoring Use in Traditional Medicare

By: Mitchell Tang, Carter Nakamoto, Ariel Dora Stern and Ateev Mehrotra

Remote patient monitoring (RPM), the collection by patients of physiological measurements that are automatically sent to their health care practitioners, has been touted as a promising tool for improving chronic disease management. Interest in RPM has grown because of... View Details

Keywords: Medicare; Remote Monitoring; Reimbursement; Health Care and Treatment; Health Industry

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Article

Guilt Enhances the Sense of Control and Drives Risky Judgments

By: Maryam Kouchaki, Christopher Oveis and F. Gino

The present studies investigate the hypothesis that guilt influences risk-taking by enhancing one's sense of control. Across multiple inductions of guilt, we demonstrate that experimentally induced guilt enhances optimism about risks for the self (Study 1), preferences... View Details

Keywords: Risk and Uncertainty; Behavior; Emotions

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2019
Working Paper

Biometric Monitoring, Service Delivery and Misreporting: Evidence from Healthcare in India

By: Thomas Bossuroy, Clara Delavallade and Vincent Pons

Developing countries increasingly use biometric identification technology in hopes of improving the reliability of administrative information and delivering social services more efficiently. This paper exploits the random placement of biometric tracking devices in... View Details

Keywords: Biometric Technology; Health Care and Treatment; Technological Innovation; Analytics and Data Science; Quality; Performance Improvement; India